The Face Recognition Method Based on CS-LBP and DBN

Algorithm 1

The FRMCD pseudocode.

input: image matrix A; image sample number p; block number n

compute (row/n, col/n)

for all image sample q do

for all sub-block k do

compute s (size()); compute (for t, )

end for

X=[,,,…, ]

end for

V=[,,,…, ]

DBN

input: sample CS-LBP vector V; hidden unit numbers m

for all visible units j do

sample

end for

for all hidden units i do

compute Q ()(for binomial units, sigm())

sample

end for

for all visible units j do

compute Q ()(for binomial units, sigm())

sample

end for

for all hidden units i do

compute Q ()(for binomial units, sigm())

sample

end for